Class Incremental Learning on ImageNet-100 B0 Inc10
81.44Last AccuracyHDSD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HDSDexemplar-based=false2026.05 | 81.44 | 89.14 | |
| RAPFexemplar-based=false2026.05 | 80.6 | 87.34 | |
| BoundPar.=11.002026.07 | 79.12 | — | |
| ENGINEexemplar-based=false2026.05 | 76.76 | 85.65 | |
| ADAM-Adapterexemplar-based=false2026.05 | 76.4 | 85.84 | |
| BOFAexemplar-based=false2026.05 | 75.36 | 84.78 | |
| PROOFexemplar-based=true2026.05 | 72.48 | 84.71 | |
| DRDNPar.=11.092026.07 | 69.55 | 78.73 | |
| DyToxPar.=11.012026.07 | 69.1 | 77.15 | |
| DKTPar.=11.782026.07 | 68.66 | 78.2 | |
| DualPromptexemplar-based=false2026.05 | 67.38 | 80.65 | |
| L2P++exemplar-based=false2026.05 | 67.22 | 80.51 | |
| DERPar.=112.272026.07 | 66.7 | 77.18 | |
| CODAexemplar-based=false2026.05 | 34.76 | 64.13 |